diff --git a/README.md b/README.md index f94234e..07e8e2e 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,49 @@ # About Comparison of learning and inference speed of different GPU with various CNN models in __pytorch__ +List of tested AMD and NVIDIA GPUs: +### Example Results + +Following benchmark results has been generated with the command: ./show_benchmarks_resuls.sh +Graph shows the 7700S results both with the pytorch 2.3.1 and with pytorch 2.4.0. +ROCM SDK builders pytorch 2.4.0 contains the optimized flashattention support for +AMD RX 7700S. (and other gfx1100/gfx1101/gfx1102 and gfx1103 cards) + +![Resnet Benchmark for Half-type](fig/comparison/resnet_benchmarks.png "Pytorch with AMD GPU") + +# Benchmark Execution + +### Benchmarking All GPUs + +This command will use pytorch to search all GPUs and will then +run the benchmark for each of them separately and then in the end +the benchmark that uses all of the GPUs + + ./run_benchmarks.sh + +### Benchmarking One GPU + +This command shows how to execute the benchmark for single gpu by using the -i parameter. + + python3 benchmark_models.py -i 1 -g 1 + +First GPU has index 0, second 1, etc... + +### Benchmark Results + +* New Results are stored under "new_results" folder +* Existing old results are under results folder +* After running the benchmarks, you can create a pull request to github + to request to get them merged +* You can view the results of new benchmarks by addings the name of it's result + file to plot_benchmarks.py and then running the show_benchmarks.sh script. + +## List of Benchmarked GPUs + +* AMD_Radeon_RX_6800 +* AMD_Radeon_RX_7900_XTX +* AMD_Radeon_RX_7700S (Framework 16 laptop discrete GPU) +* AMD_Radeon_780M (Framework 16 laptop iGPU) * 1080TI * TITAN XP * TITAN V @@ -42,11 +85,11 @@ ResNet152, DenseNet121, DenseNet169, DenseNet201, DenseNet161 mobilenet mnasnet ## Usage -`./test.sh` +`././run_benchmarks.sh` ## Results -### requirement +### Requirement * python>=3.6(for f-formatting) * torchvision * torch>=1.0.0 @@ -55,18 +98,24 @@ ResNet152, DenseNet121, DenseNet169, DenseNet201, DenseNet161 mobilenet mnasnet * plotly(for plot) * cufflinks(for plot) - ### Environment -* Pytorch version `1.4` +* Pytorch version `2.3` * Number of GPUs on current device `4` * CUDA version = `10.0` * CUDNN version= `7601` * `nvcr.io/nvidia/pytorch:20.10-py3` (docker container in A100 and 3090) - - ### Change Log +* 2024/07/22 + * benchmarks can now be run also on AMD gpus + * ./run_benchmarks.sh script uses now pytorch to query the gpu count + and will first run the tests for each device separately and then + by using all GPU's simultaneously + * new benchmark results are saved to new_results// folder + * added new "-i" option which can be used to specify which GPU to use + * If gpu index is not specified with -i option but the total gpu count specified + by -g option > 1, then the tests will be run in a way that it uses all gpus simultaneously * 2021/02/27 * Addition result in RTX3090 * Addition result in RTX2060(thanks for gutama) diff --git a/benchmark_models.py b/benchmark_models.py index 8043a46..1c4257c 100644 --- a/benchmark_models.py +++ b/benchmark_models.py @@ -11,56 +11,109 @@ import argparse from torch.utils.data import Dataset, DataLoader import json +import sys +from dataclasses import dataclass + +@dataclass +class BenchmarkModelData: + model_desc: str + model_set: dict torch.backends.cudnn.benchmark = True # https://discuss.pytorch.org/t/what-does-torch-backends-cudnn-benchmark-do/5936 # This flag allows you to enable the inbuilt cudnn auto-tuner to find the best algorithm to use for your hardware. # If you check it using the profile tool, the cnn method such as winograd, fft, etc. is used for the first iteration and the best operation is selected for the device. +PRECISION_LIST_SMALL = ["float"] +PRECISION_LIST_MEDIUM = ["float", "double"] +PRECISION_LIST_LARGE = ["half", "float", "double"] + +# mnasnet0_5,mnasnet0_75 +# resnet18,resnet34,resnet50 +# densenet121, +# squeezenet1_0, +# vgg11,vgg11_bn, +# mobilenet_v3_small, +# shufflenet_v2_x0_5,shufflenet_v2_x1_0, shufflenet_v2_x1_5,shufflenet_v2_x2_0 +MODEL_LIST_SMALL = { + models.mnasnet: ["mnasnet0_5", "mnasnet0_75"], + models.resnet: ["resnet18", "resnet34", "resnet50", "resnet101"], + models.densenet: ["densenet121", "densenet161"], + models.squeezenet: ["squeezenet1_0", "squeezenet1_1"], + models.vgg: ["vgg11", "vgg11_bn"], + models.mobilenet: ["mobilenet_v3_large", "mobilenet_v3_small"], +} + +# mnasnet0_5,mnasnet0_75,mnasnet1_0,mnasnet1_3 +# resnet18,resnet34,resnet50,resnet101,resnet152,resnext50_32x4d,resnext101_32x8d,resnext101_64x4d,wide_resnet50_2,wide_resnet101_2, +# densenet121,densenet161,densenet169,densenet201 +# squeezenet1_0,squeezenet1_1, +# vgg11,vgg11_bn,vgg13,vgg13_bn,vgg16,vgg16_bn,vgg19,vgg19_bn, +# mobilenet_v3_large,mobilenet_v3_small, +# shufflenet_v2_x0_5,shufflenet_v2_x1_0, shufflenet_v2_x1_5,shufflenet_v2_x2_0 +MODEL_LIST_MEDIUM = { + models.mnasnet: ["mnasnet0_5", "mnasnet0_75", "mnasnet1_0"], + models.resnet: ["resnet18", "resnet34", "resnet50", "resnet101", "resnet152"], + models.densenet: ["densenet121", "densenet161"], + models.squeezenet: ["squeezenet1_0", "squeezenet1_1"], + models.vgg: ["vgg11", "vgg11_bn", "vgg13", "vgg13_bn", "vgg16", "vgg16_bn"], + models.mobilenet: ["mobilenet_v3_large", "mobilenet_v3_small"], + models.shufflenetv2: ["shufflenet_v2_x0_5", "shufflenet_v2_x1_5"], +} -MODEL_LIST = { +# mnasnet0_5,mnasnet0_75,mnasnet1_0,mnasnet1_3 +# resnet18,resnet34,resnet50,resnet101,resnet152,resnext50_32x4d,resnext101_32x8d,resnext101_64x4d,wide_resnet50_2,wide_resnet101_2, +# densenet121,densenet161,densenet169,densenet201 +# squeezenet1_0,squeezenet1_1, +# vgg11,vgg11_bn,vgg13,vgg13_bn,vgg16,vgg16_bn,vgg19,vgg19_bn, +# mobilenet_v3_large,mobilenet_v3_small, +# shufflenet_v2_x0_5,shufflenet_v2_x1_0, shufflenet_v2_x1_5,shufflenet_v2_x2_0 +MODEL_LIST_LARGE = { models.mnasnet: models.mnasnet.__all__[1:], models.resnet: models.resnet.__all__[1:], models.densenet: models.densenet.__all__[1:], models.squeezenet: models.squeezenet.__all__[1:], models.vgg: models.vgg.__all__[1:], - models.mobilenet: models.mobilenet.mv2_all[1:], models.mobilenet: models.mobilenet.mv3_all[1:], models.shufflenetv2: models.shufflenetv2.__all__[1:], } -precisions = ["float", "half", "double"] # For post-voltaic architectures, there is a possibility to use tensor-core at half precision. # Due to the gradient overflow problem, apex is recommended for practical use. -device_name = str(torch.cuda.get_device_name(0)) # Training settings parser = argparse.ArgumentParser(description="PyTorch Benchmarking") parser.add_argument( "--WARM_UP", "-w", type=int, default=5, required=False, help="Num of warm up" -) +) + parser.add_argument( "--NUM_TEST", "-n", type=int, default=50, required=False, help="Num of Test" ) + parser.add_argument( - "--BATCH_SIZE", "-b", type=int, default=12, required=False, help="Num of batch size" + "--BATCH_SIZE", "-b", type=int, default=4, required=False, help="Num of batch size" ) + parser.add_argument( - "--NUM_CLASSES", "-c", type=int, default=1000, required=False, help="Num of class" + "--NUM_CLASSES", "-c", type=int, default=200, required=False, help="Num of class" ) + +parser.add_argument( + "--GPU_COUNT", "-g", type=int, default=1, required=False, help="Number of gpus used in test" +) + parser.add_argument( - "--NUM_GPU", "-g", type=int, default=1, required=False, help="Num of gpus" + "--GPU_INDEX", "-i", type=int, default=-1, required=False, help="Index for the used gpu" ) + parser.add_argument( "--folder", "-f", type=str, - default="result", + default="new_results", required=False, help="folder to save results", ) -args = parser.parse_args() -args.BATCH_SIZE *= args.NUM_GPU - class RandomDataset(Dataset): def __init__(self, length): @@ -73,32 +126,32 @@ def __getitem__(self, index): def __len__(self): return self.len - -rand_loader = DataLoader( - dataset=RandomDataset(args.BATCH_SIZE * (args.WARM_UP + args.NUM_TEST)), - batch_size=args.BATCH_SIZE, - shuffle=False, - num_workers=8, -) - - -def train(precision="single"): +def train(cur_precision="single", gpu_index=-1, benchmark_model=MODEL_LIST_SMALL): """use fake image for training speed test""" - target = torch.LongTensor(args.BATCH_SIZE).random_(args.NUM_CLASSES).cuda() + if gpu_index >= 0: + target = torch.LongTensor(args.BATCH_SIZE).random_(args.NUM_CLASSES).cuda(gpu_index) + else: + target = torch.LongTensor(args.BATCH_SIZE).random_(args.NUM_CLASSES).cuda() criterion = nn.CrossEntropyLoss() benchmark = {} - for model_type in MODEL_LIST.keys(): - for model_name in MODEL_LIST[model_type]: + for model_type in benchmark_model.keys(): + for model_name in benchmark_model[model_type]: if model_name[-8:] == '_Weights': continue + torch_device_name = "cuda" + if (gpu_index >= 0): + torch_device_name = "cuda:" + str(gpu_index) + torch.cuda.set_device(gpu_index) + #print("torch_device_name: " + torch_device_name) model = getattr(model_type, model_name)() - if args.NUM_GPU > 1: - model = nn.DataParallel(model, device_ids=range(args.NUM_GPU)) - model = getattr(model, precision)() - model = model.to("cuda") + if args.GPU_COUNT > 1: + model = nn.DataParallel(model, device_ids=range(args.GPU_COUNT)) + model = getattr(model, cur_precision)() + torch_device = torch.device(torch_device_name) + model = model.to(torch_device) durations = [] - print(f"Benchmarking Training {precision} precision type {model_name} ") + print(f"Benchmarking training, precision: {cur_precision}, model: {model_name}") for step, img in enumerate(rand_loader): - img = getattr(img, precision)() + img = getattr(img, cur_precision)() torch.cuda.synchronize() start = time.time() model.zero_grad() @@ -109,107 +162,231 @@ def train(precision="single"): end = time.time() if step >= args.WARM_UP: durations.append((end - start) * 1000) - print( - f"{model_name} model average train time : {sum(durations)/len(durations)}ms" - ) + print(f"Average training time: {sum(durations)/len(durations)} ms, model: {model_name}") del model + torch.cuda.empty_cache() benchmark[model_name] = durations + #print(torch.cuda.memory_summary()) return benchmark - -def inference(precision="float"): +def inference(cur_precision="float", gpu_index=-1, benchmark_model=MODEL_LIST_SMALL): benchmark = {} with torch.no_grad(): - for model_type in MODEL_LIST.keys(): - for model_name in MODEL_LIST[model_type]: + for model_type in benchmark_model.keys(): + for model_name in benchmark_model[model_type]: if model_name[-8:] == '_Weights': continue + torch_device_name = "cuda" + if (gpu_index >= 0): + torch_device_name = "cuda:" + str(gpu_index) + torch.cuda.set_device(gpu_index) + #print("torch_device_name: " + torch_device_name) + torch_device = torch.device(torch_device_name) model = getattr(model_type, model_name)() - if args.NUM_GPU > 1: - model = nn.DataParallel(model, device_ids=range(args.NUM_GPU)) - model = getattr(model, precision)() - model = model.to("cuda") + if args.GPU_COUNT > 1: + model = nn.DataParallel(model, device_ids=range(args.GPU_COUNT)) + model = getattr(model, cur_precision)() + model = model.to(torch_device) model.eval() durations = [] - print( - f"Benchmarking Inference {precision} precision type {model_name} " - ) + print(f"Benchmarking inference, precision: {cur_precision}, model: {model_name}") for step, img in enumerate(rand_loader): - img = getattr(img, precision)() + img = getattr(img, cur_precision)() torch.cuda.synchronize() start = time.time() - model(img.to("cuda")) + model(img.to(torch_device)) torch.cuda.synchronize() end = time.time() if step >= args.WARM_UP: durations.append((end - start) * 1000) - print( - f"{model_name} model average inference time : {sum(durations)/len(durations)}ms" - ) + print(f"Average inference time: {sum(durations)/len(durations)} ms, model: {model_name}") del model + torch.cuda.empty_cache() benchmark[model_name] = durations + #print(torch.cuda.memory_summary()) return benchmark +if __name__ == "__main__": + args = parser.parse_args() + args.BATCH_SIZE *= args.GPU_COUNT + gpu_count = args.GPU_COUNT + gpu_index = args.GPU_INDEX + + print("GPU_ID: " + str(gpu_index) + "/" + str(gpu_count)) + rand_loader = DataLoader( + dataset=RandomDataset(args.BATCH_SIZE * (args.WARM_UP + args.NUM_TEST)), + batch_size=args.BATCH_SIZE, + shuffle=False, + num_workers=8, + ) -f"{platform.uname()}\n{psutil.cpu_freq()}\ncpu_count: {psutil.cpu_count()}\nmemory_available: {psutil.virtual_memory().available}" + # get available memory + gpu_mem_total = 0 + gpu_mem_used = 0 + if (gpu_index >= 0): + device_name = str(torch.cuda.get_device_name(gpu_index)) + mem_tuple = torch.cuda.mem_get_info(gpu_index) + gpu_mem_total = mem_tuple[1] + gpu_mem_free = mem_tuple[0] + else: + device_name = str(torch.cuda.get_device_name(0)) + # search which gpu has smallest amount of memory + for ii in range (gpu_count): + mem_tuple = torch.cuda.mem_get_info(ii) + if (ii == 0): + gpu_mem_total = mem_tuple[0] + gpu_mem_free = mem_tuple[1] + else: + if (mem_tuple[0] < gpu_mem_total): + gpu_mem_total = mem_tuple[0] + gpu_mem_free = mem_tuple[1] + # convert memory sizes to gigabytes (gb) + gpu_mem_total = gpu_mem_total / (1048576.0 * 1024) + gpu_mem_free = gpu_mem_free / (1048576.0 * 1024) + gpu_mem_used = gpu_mem_total - gpu_mem_free + # select which set of benchmarks and precisions to run + # depending from the gpu memory available. (to avoid out of memory errors) + benchmark_model_dict = {} + # if gpu is AMD's integrated graphic card, run only the minime set of benchmarks + if device_name == "AMD Radeon Graphics": + precision_list_arr = PRECISION_LIST_LARGE + model_list_arr = MODEL_LIST_SMALL + else: + if (gpu_mem_free <= 6): + precision_list_arr = PRECISION_LIST_MEDIUM + model_list_arr = MODEL_LIST_MEDIUM + elif (gpu_mem_free > 6) and (gpu_mem_free <= 10): + precision_list_arr = PRECISION_LIST_LARGE + model_list_arr = MODEL_LIST_MEDIUM + else: + precision_list_arr = PRECISION_LIST_LARGE + model_list_arr = MODEL_LIST_LARGE + if (precision_list_arr == PRECISION_LIST_SMALL): + precision_list_name = "SMALL" + elif (precision_list_arr == PRECISION_LIST_MEDIUM): + precision_list_name = "MEDIUM" + else: + precision_list_name = "LARGE" + if (model_list_arr == MODEL_LIST_SMALL): + model_list_name = "SMALL" + elif (model_list_arr == MODEL_LIST_MEDIUM): + model_list_name = "MEDIUM" + else: + model_list_name = "LARGE" -if __name__ == "__main__": - folder_name = args.folder - - device_name = f"{device_name}_{args.NUM_GPU}_gpus_" - system_configs = f"{platform.uname()}\n\ - {psutil.cpu_freq()}\n\ - cpu_count: {psutil.cpu_count()}\n\ - memory_available: {psutil.virtual_memory().available}" - gpu_configs = [ - torch.cuda.device_count(), + for ii, cur_prec in enumerate(precision_list_arr): + benchmark_model_dict[cur_prec] = BenchmarkModelData(model_list_name, model_list_arr) + + device_name = f"{device_name}" + if (args.GPU_COUNT > 1): + device_name = device_name + str(gpu_count) + "X" + device_name = device_name.replace(" ", "_") + device_file_name = device_name + "_" + print("GPU Name: " + device_name) + print("GPU Memory: " + str(gpu_mem_total) + " GB") + print("GPU Memory Used: " + str(gpu_mem_used) + " GB") + print("GPU Memory Free: " + str(gpu_mem_free) + " GB") + + if (gpu_index >= 0): + folder_name = args.folder + "/" + str(gpu_index) + "/" + device_name + else: + folder_name = args.folder + "/" + str(gpu_count) + "X" + print("Result directory: " + folder_name) + system_info_list = f"\ + OS: {platform.uname()}\n\ + CPU Freq: {psutil.cpu_freq()}\n\ + CPU Count: {psutil.cpu_count()}\n\ + System Memory: {psutil.virtual_memory().available}\n" + gpu_config_header_list = [ + "GPU_Count: ", + "Torch_Version : ", + "ROCM_Version: ", + "CUDA_Version: ", + "Cudnn_Version: ", + "Device_Name: ", + "GPU Mem Total (GB): ", + "GPU Mem Used (GB): ", + "GPU Mem Free (GB): ", + ] + gpu_config_info_list = [ + gpu_count, + torch.__version__, + torch.version.hip, torch.version.cuda, torch.backends.cudnn.version(), - torch.cuda.get_device_name(0), + device_name, + gpu_mem_total, + gpu_mem_used, + gpu_mem_free, + ] + gpu_config_info_list = list(map(str, gpu_config_info_list)) + + model_config_header_list = [ + "Benchmark Model List Name: ", + "Benchmark Precision List Name: ", + "Benchmark Precision List: ", + "Batch Size: ", ] - gpu_configs = list(map(str, gpu_configs)) - temp = [ - "Number of GPUs on current device : ", - "CUDA Version : ", - "Cudnn Version : ", - "Device Name : ", + model_config_info_list = [ + model_list_name, + precision_list_name, + precision_list_arr, + str(args.BATCH_SIZE), ] + model_config_info_list = list(map(str, model_config_info_list)) os.makedirs(folder_name, exist_ok=True) with open(os.path.join(folder_name, "config.json"), "w") as f: json.dump(vars(args), f, indent=2) - now = datetime.datetime.now() - start_time = now.strftime("%Y/%m/%d %H:%M:%S") + datetime_now = datetime.datetime.now() + start_time_str = datetime_now.strftime("%Y/%m/%d %H:%M:%S") + + print(system_info_list) - print(f"benchmark start : {start_time}") + for idx, value in enumerate(zip(gpu_config_header_list, gpu_config_info_list)): + gpu_config_info_list[idx] = "".join(value) + print(gpu_config_info_list[idx]) - for idx, value in enumerate(zip(temp, gpu_configs)): - gpu_configs[idx] = "".join(value) - print(gpu_configs[idx]) - print(system_configs) + for idx, value in enumerate(zip(model_config_header_list, model_config_info_list)): + model_config_info_list[idx] = "".join(value) + print(model_config_info_list[idx]) with open(os.path.join(folder_name, "system_info.txt"), "w") as f: - f.writelines(f"benchmark start : {start_time}\n") - f.writelines("system_configs\n\n") - f.writelines(system_configs) - f.writelines("\ngpu_configs\n\n") - f.writelines(s + "\n" for s in gpu_configs) - - for precision in precisions: - train_result = train(precision) + f.writelines(f"1) Benchmark start time:\n{start_time_str}\n") + f.writelines("1) System configuration:\n\n") + f.writelines(system_info_list) + f.writelines("2) GPU configuration:\n\n") + f.writelines(s + "\n" for s in gpu_config_info_list) + f.writelines("3) Model configuration:\n\n") + f.writelines(s + "\n" for s in model_config_info_list) + + print("\nModels") + indx=0 + for model_type in model_list_arr.keys(): + #print("train model_type: " + model_type) + for model_name in model_list_arr[model_type]: + indx=indx+1 + print(" model[" + str(indx) + "]: " + model_name) + + print(f"\nBenchmark start time: {start_time_str}") + for cur_precision in precision_list_arr: + benchmark_model_data = benchmark_model_dict[cur_precision] + print("Precision: " + cur_precision + ", model list: " + benchmark_model_data.model_desc) + + train_result = train(cur_precision, gpu_index, benchmark_model_data.model_set) train_result_df = pd.DataFrame(train_result) - path = f"{folder_name}/{device_name}_{precision}_model_train_benchmark.csv" + path = f"{folder_name}/{device_file_name}_{cur_precision}_model_train_benchmark.csv" train_result_df.to_csv(path, index=False) - inference_result = inference(precision) + inference_result = inference(cur_precision, gpu_index, benchmark_model_data.model_set) inference_result_df = pd.DataFrame(inference_result) - path = f"{folder_name}/{device_name}_{precision}_model_inference_benchmark.csv" + path = f"{folder_name}/{device_file_name}_{cur_precision}_model_inference_benchmark.csv" inference_result_df.to_csv(path, index=False) - now = datetime.datetime.now() - - end_time = now.strftime("%Y/%m/%d %H:%M:%S") - print(f"benchmark end : {end_time}") + # finish the benchmarks + datetime_now = datetime.datetime.now() + end_time_str = datetime_now.strftime("%Y/%m/%d %H:%M:%S") + print(f"Benchmark end time: {end_time_str}") with open(os.path.join(folder_name, "system_info.txt"), "a") as f: - f.writelines(f"benchmark end : {end_time}\n") + f.writelines(f"Benchmark end time: {end_time_str}\n") diff --git a/fig/comparison/resnet_benchmarks.png b/fig/comparison/resnet_benchmarks.png new file mode 100644 index 0000000..7fec47e Binary files /dev/null and b/fig/comparison/resnet_benchmarks.png differ diff --git a/plot.ipynb b/plot.ipynb index c142561..563a88c 100644 --- a/plot.ipynb +++ b/plot.ipynb @@ -105,7 +105,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -119,7 +119,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.9" + "version": "3.11.9" }, "varInspector": { "cols": { @@ -152,5 +152,5 @@ } }, "nbformat": 4, - "nbformat_minor": 2 + "nbformat_minor": 4 } diff --git a/plot_benchmark_results.py b/plot_benchmark_results.py new file mode 100644 index 0000000..7fb498a --- /dev/null +++ b/plot_benchmark_results.py @@ -0,0 +1,78 @@ +import os +import re +import pandas as pd +import matplotlib.pyplot as plt + +def substring_before(s, delim): + return s.partition(delim)[0] + +def substring_after(s, delim): + return s.partition(delim)[2] + +def num_sort(test_string): + return list(map(int, re.findall(r'\d+', test_string)))[0] + + +#"results/AMD/AMD_Radeon_780M/AMD_Radeon_780M__float_model_train_benchmark.csv", +#"results/Nvidia/TITAN_RTX/TITAN_RTX__float_model_train_benchmark.csv", +#"results/Nvidia/GeForce_GTX_1080_TI/GeForce_GTX_1080_TI__float_model_train_benchmark.csv", +#"results/Nvidia/GeForce_RTX_2080_TI/GeForce_RTX_2080_TI__float_model_train_benchmark.csv", +#"results/AMD/AMD_Radeon_780M/AMD_Radeon_780M__float_model_train_benchmark.csv", +#"results/Nvidia/GeForce_RTX_2080_TI/GeForce_RTX_2080_TI__float_model_train_benchmark.csv", +#"results/Nvidia/GeForce_RTX_2060_MaxQ/GeForce_RTX_2060_MaxQ__float_model_train_benchmark.csv", + +_result_filename_arr = [ + "results/AMD/AMD_Radeon_680M/AMD_Radeon_680M__float_model_train_benchmark.csv", + "results/AMD/AMD_Radeon_780M/AMD_Radeon_780M__float_model_train_benchmark.csv", + "results/Nvidia/GeForce_GTX_1080_TI/GeForce_GTX_1080_TI__float_model_train_benchmark.csv", + "results/AMD/AMD_Radeon_RX_7700S/AMD_Radeon_RX_7700S__float_model_train_benchmark.csv", + "results/AMD/AMD_Radeon_RX_6800/AMD_Radeon_RX_6800__float_model_train_benchmark.csv", + "results/AMD/AMD_Radeon_RX_7900_XTX/AMD_Radeon_RX_7900_XTX__float_model_train_benchmark.csv", + ] +# "results/Nvidia/A100_SXM4_40GB/A100_SXM4_40GB__float_model_train_benchmark.csv", + +""" +_result_filename_arr = [ + "test1.csv", + "test2.csv", + ] +""" +### Filter file name list for files ending with .csv +_result_filename_arr = [file for file in _result_filename_arr if '.csv' in file] + +_benchmark_name_arr = ["resnet", "resnext", "densenet", "squeezenet", "vgg", "mobilenet"] +_benchmark_values_dict = {} + +_df_means_appended = [] +basename_arr = [] +### Loop over all files +for result_filename in _result_filename_arr: + ### Read .csv file and append to list + df = pd.read_csv(result_filename) + + basename = os.path.basename(result_filename) + basename = substring_before(basename, "__") + basename_arr.append(basename) + + tittle_str = substring_after(result_filename, "__") + tittle_str = substring_before(tittle_str, "_benchmark") + + # split benchmarks for each device to multiple result arrays + # and then collect resutls for multiple gpus to same arrays + for benchmark_name in _benchmark_name_arr: + _benchmark_values_dict[benchmark_name] = _benchmark_values_dict.get(benchmark_name, []) + _df_means_appended = _benchmark_values_dict[benchmark_name] + cols = [cc for cc in df.columns if cc.startswith(benchmark_name)] + cols.sort(key=num_sort) + df2 = df[cols] + means = df2.mean() + _df_means_appended.append(means) + +for benchmark_name in _benchmark_name_arr: + _df_means_appended = _benchmark_values_dict.get(benchmark_name, []) + df_mean = pd.concat(_df_means_appended, axis=1) + df_mean.columns = basename_arr + df_mean.plot(xlabel='benchmark model', ylabel='execution time (msec), smaller value is better', title=tittle_str) + # plt.plot(df_mean) + ### Generate the plot + plt.show() diff --git a/pytorch_device_count.py b/pytorch_device_count.py new file mode 100644 index 0000000..99a0324 --- /dev/null +++ b/pytorch_device_count.py @@ -0,0 +1,6 @@ +import os +import torch + +device_cnt = torch.cuda.device_count() +#print("device_cnt: " + str(device_cnt)) +print(str(device_cnt)) diff --git a/results/2080TI/GeForce RTX 2080 Ti_1_gpus__half_model_inference_benchmark.csv b/results/2080TI/GeForce RTX 2080 Ti_1_gpus__half_model_inference_benchmark.csv deleted file mode 100644 index 7d6baf9..0000000 --- a/results/2080TI/GeForce RTX 2080 Ti_1_gpus__half_model_inference_benchmark.csv +++ /dev/null @@ -1,51 +0,0 @@ -densenet121,densenet161,densenet169,densenet201,mnasnet0_5,mnasnet0_75,mnasnet1_0,mnasnet1_3,mobilenet_v2,resnet101,resnet152,resnet18,resnet34,resnet50,resnext101_32x8d,resnext50_32x4d,shufflenet_v2_x0_5,shufflenet_v2_x1_0,shufflenet_v2_x1_5,shufflenet_v2_x2_0,squeezenet1_0,squeezenet1_1,vgg11,vgg11_bn,vgg13,vgg13_bn,vgg16,vgg16_bn,vgg19,vgg19_bn,wide_resnet101_2,wide_resnet50_2 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b/results/AMD/AMD_Radeon_680M/config.json new file mode 100644 index 0000000..20672c3 --- /dev/null +++ b/results/AMD/AMD_Radeon_680M/config.json @@ -0,0 +1,9 @@ +{ + "WARM_UP": 5, + "NUM_TEST": 50, + "BATCH_SIZE": 12, + "NUM_CLASSES": 1000, + "GPU_COUNT": 1, + "GPU_INDEX": 0, + "folder": "new_results" +} \ No newline at end of file diff --git a/results/AMD/AMD_Radeon_680M/system_info.txt b/results/AMD/AMD_Radeon_680M/system_info.txt new file mode 100644 index 0000000..0513afa --- /dev/null +++ b/results/AMD/AMD_Radeon_680M/system_info.txt @@ -0,0 +1,20 @@ +benchmark start : 2024/08/03 01:45:17 +system_configs + +uname_result(system='Linux', node='halsey', release='6.10.2', version='#4 SMP PREEMPT_DYNAMIC Fri Aug 2 23:03:39 PDT 2024', machine='x86_64') + scpufreq(current=783.399625, min=400.0, max=4935.0) + cpu_count: 16 + memory_available: 25917763584 + gpu_benchmark_models_description: MINIMAL +gpu_configs + +GPU_Count: 1 +Torch_Version : 2.4.1-rc1 +ROCM_Version: 6.1.40093-e0d934acc 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b/results/AMD/AMD_Radeon_RX_5700/system_info.txt @@ -0,0 +1,25 @@ +1) Benchmark Start Time: +2024/11/28 18:25:53 +1) System Config + +uname_result(system='Linux', node='localhost', release='6.12.0+', version='#10 SMP PREEMPT_DYNAMIC Mon Nov 18 00:39:11 PST 2024', machine='x86_64') + scpufreq(current=2306.1087500000003, min=1600.0, max=3600.0) + CPU Count: 8 + System Memory: 31574982656 + Benchmark Precision List Name: MEDIUM + Benchmark Model List Name: MEDIUM + Benchmark Precision List: ['float', 'half', 'double'] + Benchmark Model List: {: ['mnasnet0_5', 'mnasnet0_75', 'mnasnet1_0'], : ['resnet18', 'resnet34', 'resnet50', 'resnet101', 'resnet152'], : ['densenet121', 'densenet161'], : ['squeezenet1_0', 'squeezenet1_1'], : ['vgg11', 'vgg11_bn', 'vgg13', 'vgg13_bn', 'vgg16', 'vgg16_bn'], : ['mobilenet_v3_large', 'mobilenet_v3_small'], : ['shufflenet_v2_x0_5', 'shufflenet_v2_x1_5']} +2) GPU Config + +GPU_Count: 1 +Torch_Version : 2.4.1 +ROCM_Version: 6.1.40093-7a39d5d83 +CUDA_Version: None +Cudnn_Version: 3001000 +Device_Name: AMD_Radeon_RX_5700 +GPU Mem Total (GB): 7.984375 +GPU Mem Used (GB): 0.01953125 +GPU Mem Free (GB): 7.96484375 +Benchmark Model Size: MEDIUM +benchmark end : 2024/11/28 19:11:10 diff --git a/results/AMD/AMD_Radeon_RX_6800/AMD_Radeon_RX_6800__double_model_inference_benchmark.csv b/results/AMD/AMD_Radeon_RX_6800/AMD_Radeon_RX_6800__double_model_inference_benchmark.csv new file mode 100644 index 0000000..db682ae --- /dev/null +++ b/results/AMD/AMD_Radeon_RX_6800/AMD_Radeon_RX_6800__double_model_inference_benchmark.csv @@ -0,0 +1,51 @@ 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b/results/AMD/AMD_Radeon_RX_6800/system_info.txt @@ -0,0 +1,14 @@ +benchmark start : 2024/06/07 10:40:31 +system_configs + +uname_result(system='Linux', node='tinka', release='6.6.28-desktop-1.mga9', version='#1 SMP PREEMPT_DYNAMIC Wed Apr 17 17:19:36 UTC 2024', machine='x86_64') + scpufreq(current=2757.6150000000002, min=2200.0, max=3400.0) + cpu_count: 16 + memory_available: 129370173440 +gpu_configs + +Number of GPUs on current device : 1 +CUDA Version : None +Cudnn Version : 3001000 +Device Name : AMD Radeon RX 6800 +benchmark end : 2024/06/07 11:31:15 diff --git a/results/AMD/AMD_Radeon_RX_7700S/AMD_Radeon_RX_7700S__double_model_inference_benchmark.csv b/results/AMD/AMD_Radeon_RX_7700S/AMD_Radeon_RX_7700S__double_model_inference_benchmark.csv new file mode 100644 index 0000000..e24fa69 --- /dev/null +++ b/results/AMD/AMD_Radeon_RX_7700S/AMD_Radeon_RX_7700S__double_model_inference_benchmark.csv @@ -0,0 +1,51 @@ 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No newline at end of file diff --git a/results/AMD/AMD_Radeon_RX_7700S/system_info.txt b/results/AMD/AMD_Radeon_RX_7700S/system_info.txt new file mode 100644 index 0000000..ce6661b --- /dev/null +++ b/results/AMD/AMD_Radeon_RX_7700S/system_info.txt @@ -0,0 +1,20 @@ +benchmark start : 2024/08/10 21:00:10 +system_configs + +uname_result(system='Linux', node='fedora', release='6.11.0-rc2+', version='#3 SMP PREEMPT_DYNAMIC Sat Aug 10 13:57:03 PDT 2024', machine='x86_64') + scpufreq(current=510.7525, min=400.0, max=5137.0) + cpu_count: 16 + memory_available: 25509818368 + gpu_benchmark_models_description: FULL +gpu_configs + +GPU_Count: 1 +Torch_Version : 2.4.1-rc1 +ROCM_Version: 6.1.40093-25aee5846 +CUDA_Version: None +Cudnn_Version: 3001000 +Device_Name: AMD_Radeon_RX_7700S +GPU_Mem_Total_GB: 7.951171875 +GPU_Mem_Free_GB: -0.033203125 +Benchmark_Model_Size: FULL +benchmark end : 2024/08/10 21:57:59 diff --git a/results/AMD/AMD_Radeon_RX_7700S_NO_OPT/AMD_Radeon_RX_7700S_NO_OPT__float_model_inference_benchmark.csv b/results/AMD/AMD_Radeon_RX_7700S_NO_OPT/AMD_Radeon_RX_7700S_NO_OPT__float_model_inference_benchmark.csv new file mode 100644 index 0000000..b8a27e0 --- /dev/null +++ b/results/AMD/AMD_Radeon_RX_7700S_NO_OPT/AMD_Radeon_RX_7700S_NO_OPT__float_model_inference_benchmark.csv @@ -0,0 +1,51 @@ +mnasnet0_5,mnasnet0_75,mnasnet1_0,mnasnet1_3,resnet18,resnet34,resnet50,resnet101,resnet152,resnext50_32x4d,resnext101_32x8d,resnext101_64x4d,wide_resnet50_2,wide_resnet101_2,densenet121,densenet161,densenet169,densenet201,squeezenet1_0,squeezenet1_1,vgg11,vgg11_bn,vgg13,vgg13_bn,vgg16,vgg16_bn,vgg19,vgg19_bn,mobilenet_v3_large,mobilenet_v3_small,shufflenet_v2_x0_5,shufflenet_v2_x1_0,shufflenet_v2_x1_5,shufflenet_v2_x2_0 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"new_results" +} \ No newline at end of file diff --git a/results/AMD/AMD_Radeon_RX_7700S_NO_OPT/system_info.txt b/results/AMD/AMD_Radeon_RX_7700S_NO_OPT/system_info.txt new file mode 100644 index 0000000..de7f76b --- /dev/null +++ b/results/AMD/AMD_Radeon_RX_7700S_NO_OPT/system_info.txt @@ -0,0 +1,20 @@ +benchmark start : 2024/08/01 23:08:48 +system_configs + +uname_result(system='Linux', node='ubuntu2404', release='6.8.0-39-generic', version='#39-Ubuntu SMP PREEMPT_DYNAMIC Fri Jul 5 21:49:14 UTC 2024', machine='x86_64') + scpufreq(current=1067.08075, min=400.0, max=5666.875) + cpu_count: 16 + memory_available: 26370625536 + gpu_benchmark_models_description: FULL +gpu_configs + +GPU_Count: 1 +Torch_Version : 2.3.1 +ROCM_Version: 6.1.40093-20e892f82 +CUDA_Version: None +Cudnn_Version: 3001000 +Device_Name: AMD_Radeon_RX_7700S +GPU_Mem_Total_GB: 7.951171875 +GPU_Mem_Free_GB: -0.033203125 +Benchmark_Model_Size: FULL +benchmark end : 2024/08/01 23:28:13 diff --git a/results/AMD/AMD_Radeon_RX_7800_XT/AMD_Radeon_RX_7800_XT__double_model_inference_benchmark.csv b/results/AMD/AMD_Radeon_RX_7800_XT/AMD_Radeon_RX_7800_XT__double_model_inference_benchmark.csv new file mode 100644 index 0000000..5f4d502 --- /dev/null +++ b/results/AMD/AMD_Radeon_RX_7800_XT/AMD_Radeon_RX_7800_XT__double_model_inference_benchmark.csv @@ -0,0 +1,51 @@ +mnasnet0_5,mnasnet0_75,mnasnet1_0,mnasnet1_3,resnet18,resnet34,resnet50,resnet101,resnet152,resnext50_32x4d,resnext101_32x8d,resnext101_64x4d,wide_resnet50_2,wide_resnet101_2,densenet121,densenet161,densenet169,densenet201,squeezenet1_0,squeezenet1_1,vgg11,vgg11_bn,vgg13,vgg13_bn,vgg16,vgg16_bn,vgg19,vgg19_bn,mobilenet_v3_large,mobilenet_v3_small,shufflenet_v2_x0_5,shufflenet_v2_x1_0,shufflenet_v2_x1_5,shufflenet_v2_x2_0 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"new_results" +} \ No newline at end of file diff --git a/results/AMD/AMD_Radeon_RX_7800_XT/system_info.txt b/results/AMD/AMD_Radeon_RX_7800_XT/system_info.txt new file mode 100644 index 0000000..591e1db --- /dev/null +++ b/results/AMD/AMD_Radeon_RX_7800_XT/system_info.txt @@ -0,0 +1,26 @@ +1) Benchmark start time: +2025/01/29 12:22:07 +1) System configuration: + + OS: uname_result(system='Linux', node='nobara-pc', release='6.12.11-204.nobara.fc41.x86_64', version='#1 SMP PREEMPT_DYNAMIC Sat Jan 25 13:33:45 MST 2025', machine='x86_64') + CPU Freq: scpufreq(current=3275.7346875, min=800.0, max=5000.0) + CPU Count: 16 + System Memory: 20356624384 +2) GPU configuration: + +GPU_Count: 1 +Torch_Version : 2.4.1 +ROCM_Version: 6.1.40093-748005c95 +CUDA_Version: None +Cudnn_Version: 3001000 +Device_Name: AMD_Radeon_RX_7800_XT +GPU Mem Total (GB): 15.984375 +GPU Mem Used (GB): 0.193359375 +GPU Mem Free (GB): 15.791015625 +3) Model configuration: + +Benchmark Model List Name: LARGE +Benchmark Precision List Name: LARGE +Benchmark Precision List: ['half', 'float', 'double'] +Batch Size: 4 +Benchmark end time: 2025/01/29 12:49:26 diff --git a/results/AMD/AMD_Radeon_RX_7900_XTX/AMD_Radeon_RX_7900_XTX__double_model_inference_benchmark.csv b/results/AMD/AMD_Radeon_RX_7900_XTX/AMD_Radeon_RX_7900_XTX__double_model_inference_benchmark.csv new file mode 100644 index 0000000..ca6fbd1 --- /dev/null +++ b/results/AMD/AMD_Radeon_RX_7900_XTX/AMD_Radeon_RX_7900_XTX__double_model_inference_benchmark.csv @@ -0,0 +1,51 @@ +mnasnet0_5,mnasnet0_75,mnasnet1_0,mnasnet1_3,resnet18,resnet34,resnet50,resnet101,resnet152,resnext50_32x4d,resnext101_32x8d,resnext101_64x4d,wide_resnet50_2,wide_resnet101_2,densenet121,densenet161,densenet169,densenet201,squeezenet1_0,squeezenet1_1,vgg11,vgg11_bn,vgg13,vgg13_bn,vgg16,vgg16_bn,vgg19,vgg19_bn,mobilenet_v3_large,mobilenet_v3_small,shufflenet_v2_x0_5,shufflenet_v2_x1_0,shufflenet_v2_x1_5,shufflenet_v2_x2_0 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--git a/results/TITANXP/TITAN Xp_1_gpus__float_model_train_benchmark.csv b/results/Nvidia/TITAN_XP/TITAN_XP__float_model_train_benchmark.csv similarity index 100% rename from results/TITANXP/TITAN Xp_1_gpus__float_model_train_benchmark.csv rename to results/Nvidia/TITAN_XP/TITAN_XP__float_model_train_benchmark.csv diff --git a/results/TITANXP/TITAN Xp_1_gpus__half_model_inference_benchmark.csv b/results/Nvidia/TITAN_XP/TITAN_XP__half_model_inference_benchmark.csv similarity index 100% rename from results/TITANXP/TITAN Xp_1_gpus__half_model_inference_benchmark.csv rename to results/Nvidia/TITAN_XP/TITAN_XP__half_model_inference_benchmark.csv diff --git a/results/TITANXP/TITAN Xp_1_gpus__half_model_train_benchmark.csv b/results/Nvidia/TITAN_XP/TITAN_XP__half_model_train_benchmark.csv similarity index 100% rename from results/TITANXP/TITAN Xp_1_gpus__half_model_train_benchmark.csv rename to results/Nvidia/TITAN_XP/TITAN_XP__half_model_train_benchmark.csv diff --git a/results/Nvidia/TITAN_XP/config.json b/results/Nvidia/TITAN_XP/config.json new file mode 100644 index 0000000..8748d14 --- /dev/null +++ b/results/Nvidia/TITAN_XP/config.json @@ -0,0 +1,8 @@ +{ + "WARM_UP": 5, + "NUM_TEST": 50, + "BATCH_SIZE": 12, + "NUM_CLASSES": 1000, + "NUM_GPU": 1, + "folder": "result" +} \ No newline at end of file diff --git a/results/TITANXP/system_info.txt b/results/Nvidia/TITAN_XP/system_info.txt similarity index 100% rename from results/TITANXP/system_info.txt rename to results/Nvidia/TITAN_XP/system_info.txt diff --git a/results/TITANXP/TITAN Xp_2_gpus__double_model_inference_benchmark.csv b/results/Nvidia/TITAN_XP__2X/TITAN_XP__2X__double_model_inference_benchmark.csv similarity index 100% rename from results/TITANXP/TITAN Xp_2_gpus__double_model_inference_benchmark.csv rename to results/Nvidia/TITAN_XP__2X/TITAN_XP__2X__double_model_inference_benchmark.csv diff --git a/results/TITANXP/TITAN Xp_2_gpus__double_model_train_benchmark.csv b/results/Nvidia/TITAN_XP__2X/TITAN_XP__2X__double_model_train_benchmark.csv similarity index 100% rename from results/TITANXP/TITAN Xp_2_gpus__double_model_train_benchmark.csv rename to results/Nvidia/TITAN_XP__2X/TITAN_XP__2X__double_model_train_benchmark.csv diff --git a/results/TITANXP/TITAN Xp_2_gpus__float_model_inference_benchmark.csv b/results/Nvidia/TITAN_XP__2X/TITAN_XP__2X__float_model_inference_benchmark.csv similarity index 100% rename from results/TITANXP/TITAN Xp_2_gpus__float_model_inference_benchmark.csv rename to results/Nvidia/TITAN_XP__2X/TITAN_XP__2X__float_model_inference_benchmark.csv diff --git a/results/TITANXP/TITAN Xp_2_gpus__float_model_train_benchmark.csv b/results/Nvidia/TITAN_XP__2X/TITAN_XP__2X__float_model_train_benchmark.csv similarity index 100% rename from results/TITANXP/TITAN Xp_2_gpus__float_model_train_benchmark.csv rename to results/Nvidia/TITAN_XP__2X/TITAN_XP__2X__float_model_train_benchmark.csv diff --git a/results/TITANXP/TITAN 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rename from results/TITANXP/TITAN Xp_4_gpus__double_model_inference_benchmark.csv rename to results/Nvidia/TITAN_XP__4X/TITAN_XP__4X__double_model_inference_benchmark.csv diff --git a/results/TITANXP/TITAN Xp_4_gpus__double_model_train_benchmark.csv b/results/Nvidia/TITAN_XP__4X/TITAN_XP__4X__double_model_train_benchmark.csv similarity index 100% rename from results/TITANXP/TITAN Xp_4_gpus__double_model_train_benchmark.csv rename to results/Nvidia/TITAN_XP__4X/TITAN_XP__4X__double_model_train_benchmark.csv diff --git a/results/TITANXP/TITAN Xp_4_gpus__float_model_inference_benchmark.csv b/results/Nvidia/TITAN_XP__4X/TITAN_XP__4X__float_model_inference_benchmark.csv similarity index 100% rename from results/TITANXP/TITAN Xp_4_gpus__float_model_inference_benchmark.csv rename to results/Nvidia/TITAN_XP__4X/TITAN_XP__4X__float_model_inference_benchmark.csv diff --git a/results/TITANXP/TITAN Xp_4_gpus__float_model_train_benchmark.csv b/results/Nvidia/TITAN_XP__4X/TITAN_XP__4X__float_model_train_benchmark.csv similarity index 100% rename from results/TITANXP/TITAN Xp_4_gpus__float_model_train_benchmark.csv rename to results/Nvidia/TITAN_XP__4X/TITAN_XP__4X__float_model_train_benchmark.csv diff --git a/results/TITANXP/TITAN Xp_4_gpus__half_model_inference_benchmark.csv b/results/Nvidia/TITAN_XP__4X/TITAN_XP__4X__half_model_inference_benchmark.csv similarity index 100% rename from results/TITANXP/TITAN Xp_4_gpus__half_model_inference_benchmark.csv rename to results/Nvidia/TITAN_XP__4X/TITAN_XP__4X__half_model_inference_benchmark.csv diff --git a/results/TITANXP/TITAN Xp_4_gpus__half_model_train_benchmark.csv b/results/Nvidia/TITAN_XP__4X/TITAN_XP__4X__half_model_train_benchmark.csv similarity index 100% rename from results/TITANXP/TITAN Xp_4_gpus__half_model_train_benchmark.csv rename to results/Nvidia/TITAN_XP__4X/TITAN_XP__4X__half_model_train_benchmark.csv diff --git a/run_benchmarks.sh b/run_benchmarks.sh new file mode 100755 index 0000000..2bdb38c --- /dev/null +++ b/run_benchmarks.sh @@ -0,0 +1,19 @@ +#! /bin/bash + +count=$(python pytorch_device_count.py) + +echo "Pytorch-GPU-Benchmark started" +echo "GPU count: " ${count} +for (( ii = 0; ii < $count; ii++ )) +do + # run benchmark for one gpu at a time + echo "Pytorch-GPU-Benchmark, testing GPU: $ii" + python3 benchmark_models.py -i $ii -g 1&& &>/dev/null + echo "Pytorch-GPU-Benchmark test ready, GPU: $ii" +done +if (( count > 1 )); then + # if there is more than 1 gpu, run benchmark again by not specifying the gpu + echo "Multi-GPU benchmark, GPU count: $count" + #python3 benchmark_models.py -g $count&& &>/dev/null +fi +echo "Pytorch-GPU-Benchmark done" diff --git a/show_benchmark_results.sh b/show_benchmark_results.sh new file mode 100755 index 0000000..2c80e52 --- /dev/null +++ b/show_benchmark_results.sh @@ -0,0 +1 @@ +python3 plot_benchmark_results.py diff --git a/test.sh b/test.sh deleted file mode 100755 index db0b7bf..0000000 --- a/test.sh +++ /dev/null @@ -1,9 +0,0 @@ -#! /bin/bash -count=`nvidia-smi --query-gpu=name --format=csv,noheader | wc -l` - -echo 'start' -for (( c=$count; c>=1; c-- )) -do - python3 benchmark_models.py -g $c&& &>/dev/null -done -echo 'end' diff --git a/test1.csv b/test1.csv new file mode 100644 index 0000000..f978395 --- /dev/null +++ b/test1.csv @@ -0,0 +1,4 @@ +toyota,ferrari,bemari +1,2,3 +4,5,6 +1,2,3 diff --git a/test2.csv b/test2.csv new file mode 100644 index 0000000..dfd8ed2 --- /dev/null +++ b/test2.csv @@ -0,0 +1,4 @@ +toyota,ferrari,bemari,honda +2,4,6,5 +8,10,12,5 +2,4,6,5